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Canadian Immigration Dashboard [ CID ]
Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

Summary Charts

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All 13 Dimensions

Score Distribution

Scored: 55,769
Unscored: 596,542 remaining
9.3% complete
{# Expects: explorer_rows, explorer_total, explorer_pages, current_page, page_range, filter_opts, f_q, f_polarity, f_tox_min, f_tox_max, f_sort, f_cluster, f_scope, explorer_reset_url #}

Comment Explorer

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Active: "As a Canadian this is …" 3,707 comments · Page 108 of 149
Canadians continue to vote for open borders political parties election after election. So no, they aren't tired of invasion.
Canadians continue to vote for open borders political parties election after election. So no, they aren't tired of invasion.
Identity Attack0.057492398
Insult0.028502205
Profanity0.012004685
Threat0.007754337
Severe Toxicity0.0024318695
Low Tox 0.10609736 Moderate Con 0.392
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
So there was nobody here before the Europeans came &…changed the culture? Is French indigenous to that continent? Did Europeans make efforts to integrate? Where is the native representation in Canadian identity? Now Europeans are …
So there was nobody here before the Europeans came &…changed the culture? Is French indigenous to that continent? Did Europeans make efforts to integrate? Where is the native representation in Canadian identity? Now Europeans are acting like victims when the same is done to them. It IS about race. Would they feel the same if the immigrants looked like them? I doubt it
Identity Attack0.09741807
Insult0.023479814
Profanity0.012380436
Threat0.0064532873
Severe Toxicity0.0021839142
Low Tox 0.10566349 Moderate Con 0.457
Aug 26, 2025 Why Canadians Are Turning Against …
The immigration "system" is functioning EXACTLY the way the Liberals want it to. Start there. END Multiculturalism and Bilingual as official Canadian policies. Quebec is unilingual.
The immigration "system" is functioning EXACTLY the way the Liberals want it to. Start there. END Multiculturalism and Bilingual as official Canadian policies. Quebec is unilingual.
Identity Attack0.06658725
Insult0.028281843
Profanity0.011526455
Threat0.0061037517
Severe Toxicity0.0018596649
Low Tox 0.10566349 Moderate Con 0.309 Policy_Critique
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Gotta be careful defending yourself in Canada Tyler. Canadians aren’t allowed to carry weapons of any kind for defence be it mace, knives, batons, brass knuckles and definitely not guns. It’s even illegally to wear …
Gotta be careful defending yourself in Canada Tyler. Canadians aren’t allowed to carry weapons of any kind for defence be it mace, knives, batons, brass knuckles and definitely not guns. It’s even illegally to wear stab proof or bullet proof vests without being law enforcement or security guards while working only. A real shame considering the crime rates in major cities and isolated towns.
Identity Attack0.029660052
Insult0.026702631
Profanity0.013029462
Threat0.030623792
Severe Toxicity0.0032424927
Low Tox 0.10566349 Constructive 0.646 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
😂 and? They will do NOTHING about it. The only people that the WEF/CCP-controlled government is really against are the Canadian people.
😂 and? They will do NOTHING about it. The only people that the WEF/CCP-controlled government is really against are the Canadian people.
Identity Attack0.06613251
Insult0.027476108
Profanity0.015830519
Threat0.0072235605
Severe Toxicity0.0021648407
Low Tox 0.10566349 Low Con 0.183 Humor_Satire
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Canadians have been betrayed by the SCALE of mass immigration. The annual quantity of persons who have no other past ties to the host society is a GUARANTEE of massive disruption to social cohesion. It …
Canadians have been betrayed by the SCALE of mass immigration. The annual quantity of persons who have no other past ties to the host society is a GUARANTEE of massive disruption to social cohesion. It is just so obvious.
Identity Attack0.055673428
Insult0.029714199
Profanity0.011423977
Threat0.0070552654
Severe Toxicity0.0022888184
Low Tox 0.10566349 Moderate Con 0.444 Fear_Threat
Nov 2, 2025 Inside Canada's Indian Metropolis (Brampton)
the guy on the bike is the average canadian rn 😂
the guy on the bike is the average canadian rn 😂
Identity Attack0.059311368
Insult0.029163294
Profanity0.017504321
Threat0.006848133
Severe Toxicity0.0025939941
Low Tox 0.10522962 Low Con 0.24 Humor_Satire
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Canadians need to be trained. Where are the jobs for Canadians. There are no real higher paying jobs available now
Canadians need to be trained. Where are the jobs for Canadians. There are no real higher paying jobs available now
Identity Attack0.0775651
Insult0.026831545
Profanity0.0113385795
Threat0.006770459
Severe Toxicity0.0022125244
Low Tox 0.10522962 Low Con 0.223 Economic_Argument
Jan 20, 2026 Why Canada’s immigration system has …
How about ZERO Immigration....60,000 PLUS HOMELESS CANADIAN'S
How about ZERO Immigration....60,000 PLUS HOMELESS CANADIAN'S
Identity Attack0.06431354
Insult0.024511116
Profanity0.009400043
Threat0.0068287146
Severe Toxicity0.0025939941
Low Tox 0.10522962 Low Con 0.265
Jan 4, 2026 New rules, regulations take effect …
It's too bad you didn't visit the many farms and gardens that the new Canadians have setup on the outskirts of Brampton. They are inspirational. That temple you showed has been there for at least …
It's too bad you didn't visit the many farms and gardens that the new Canadians have setup on the outskirts of Brampton. They are inspirational. That temple you showed has been there for at least 30 years - it was built in a field in the middle of nowhere at the time. I do agree that way too many young Indian men think the area is a place to live out the Grand Thief Auto fantasies ;-)
Identity Attack0.058401883
Insult0.033570543
Profanity0.013576009
Threat0.0067316215
Severe Toxicity0.002040863
Low Tox 0.10522962 Constructive 0.794 Solidarity
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
India have a good universities because some countries accept their Indian people with bachelor degree as H1B visa program, but most India apply and accepted in Canada as student visa, how many finished and how …
India have a good universities because some countries accept their Indian people with bachelor degree as H1B visa program, but most India apply and accepted in Canada as student visa, how many finished and how many leave the country? because they allow them to work at the same time. who would not take advantage to Canadian foreign programs, and those Indian MP's in parliament will support this programs to help their kinds or country fellows to dominate this country.
Identity Attack0.10221587
Insult0.02657372
Profanity0.0127561875
Threat0.007249452
Severe Toxicity0.0021743774
Low Tox 0.10522962 Constructive 0.525
Nov 30, 2025 IRCC Names India in Study …
Immigration has skyrocketed the cost of living. Our young canadians cant find jobs because lots of illegal and temporary immigrants work laws have changed and allow them to work.
Immigration has skyrocketed the cost of living. Our young canadians cant find jobs because lots of illegal and temporary immigrants work laws have changed and allow them to work.
Identity Attack0.06658725
Insult0.028171662
Profanity0.011492296
Threat0.006194372
Severe Toxicity0.0019931793
Low Tox 0.10522962 Constructive 0.513
Aug 25, 2025 Why Canadians Are Turning Against …
Yes, they can go back home and 24 Billions Canadian tax payers given to Ukrainians must come back for Canadians to benefit their interests.if not liberals have to return it from their pockets .this is …
Yes, they can go back home and 24 Billions Canadian tax payers given to Ukrainians must come back for Canadians to benefit their interests.if not liberals have to return it from their pockets .this is the real control!
Identity Attack0.037394293
Insult0.03588435
Profanity0.012551232
Threat0.007197669
Severe Toxicity0.0020313263
Low Tox 0.104795754 Moderate Con 0.377 Economic_Argument
Jan 17, 2026 2.9 million Canadian temporary visas …
There is no labor shortage.. I moved to Montreal from Toronto as a Canadian, can't find a job. There is strange favoritism for temporary immigrants that can't speak English nor French
There is no labor shortage.. I moved to Montreal from Toronto as a Canadian, can't find a job. There is strange favoritism for temporary immigrants that can't speak English nor French
Identity Attack0.07673789
Insult0.030154925
Profanity0.011219022
Threat0.0060778605
Severe Toxicity0.0016307831
Low Tox 0.104795754 Constructive 0.609 Policy_Critique
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
Venezualian oil will start Flowing soon, Canadian oil can NOT compete. Expect a COLAPSE of econmy as only real source of exports will cloapse . GET OUT now
Venezualian oil will start Flowing soon, Canadian oil can NOT compete. Expect a COLAPSE of econmy as only real source of exports will cloapse . GET OUT now
Identity Attack0.01565665
Insult0.030044744
Profanity0.013576009
Threat0.009877442
Severe Toxicity0.0025558472
Low Tox 0.104795754 Low Con 0.248
Jan 13, 2026 2 likes Canada’s new rules in 2026
The problem seems started with the liberal’s opening our borders to immigrants bringing in 400+ a year. No housing or jobs for them, so the government (liberals) gave them a free ride on the backs …
The problem seems started with the liberal’s opening our borders to immigrants bringing in 400+ a year. No housing or jobs for them, so the government (liberals) gave them a free ride on the backs of Canadian taxpayers. Time to close the borders for at least 5yrs.
Identity Attack0.062039822
Insult0.027730936
Profanity0.011133623
Threat0.008272167
Severe Toxicity0.0025749207
Low Tox 0.104795754 Moderate Con 0.393 Policy_Critique
Sep 27, 2025 2 likes Why Canadians Are Turning Against …
Thank Trudeau Ford for ignoring housing crisis,then Trudeau brought in immigrants refugees.Canadains don't mind immigrants refugees ,it's the fact there's zero new homes and Canada like USA is in a housing crisis .We see Canadians …
Thank Trudeau Ford for ignoring housing crisis,then Trudeau brought in immigrants refugees.Canadains don't mind immigrants refugees ,it's the fact there's zero new homes and Canada like USA is in a housing crisis .We see Canadians living on streets as immigrants refugees get checks at tax payers expense and homeless get ignored as more seniors are living on streets.
Identity Attack0.0543092
Insult0.03335018
Profanity0.010433359
Threat0.006686311
Severe Toxicity0.0019931793
Low Tox 0.104795754 Constructive 0.742 Policy_Critique
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Visit robbinsville NJ, dude. Temples are bigger Indian population is larger than this Canadian town.
Visit robbinsville NJ, dude. Temples are bigger Indian population is larger than this Canadian town.
Identity Attack0.09659086
Insult0.024382202
Profanity0.013473531
Threat0.0064015044
Severe Toxicity0.0023460388
Low Tox 0.104795754 Low Con 0.279 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
More data getting canadians lost in details of expression. canada immigration issue is because we sold out nation to the enemy over 2 decades ago.
More data getting canadians lost in details of expression. canada immigration issue is because we sold out nation to the enemy over 2 decades ago.
Identity Attack0.055218685
Insult0.028061481
Profanity0.010928668
Threat0.00789674
Severe Toxicity0.001964569
Low Tox 0.104795754 Moderate Con 0.357 Unverified_Claim
Jun 20, 2025 How Canada broke its immigration …
Is Stopping them from coming in, not the easiest answer? Give back the part time jobs to Canadian teens so they can afford to go to school and send home the 8 million immigrants that …
Is Stopping them from coming in, not the easiest answer? Give back the part time jobs to Canadian teens so they can afford to go to school and send home the 8 million immigrants that came into the country during the time of Trudeau and Carney. This will lower cost of housing, right now it takes 5 people on minimum wage to afford a 1 bedroom apartment and we wonder why we have so many people living on the streets. This will open jobs lower prices on food and allow the future generation to afford a a home.
Identity Attack0.048480038
Insult0.033460364
Profanity0.013439372
Threat0.008582866
Severe Toxicity0.0030136108
Low Tox 0.104795754 Constructive 0.681
Sep 29, 2025 IRCC Names India in Study …
All of us hard working Canadians should stop paying taxes right away its not fair that we all work and they stay home laughing at Canadians pe make a stand dont pay your 2018 taxes …
All of us hard working Canadians should stop paying taxes right away its not fair that we all work and they stay home laughing at Canadians pe make a stand dont pay your 2018 taxes pass the word
Identity Attack0.042292643
Insult0.03522326
Profanity0.013234417
Threat0.006861079
Severe Toxicity0.002193451
Low Tox 0.104361884 Moderate Con 0.473
Nov 18, 2018 How much do refugees and …
That’s exactly why Carney picked her.. to cause further failure and create problems that he can blame on someone else. .. all the while over populate Canada with rejected immigrants causing further failure to legal, …
That’s exactly why Carney picked her.. to cause further failure and create problems that he can blame on someone else. .. all the while over populate Canada with rejected immigrants causing further failure to legal, medical, housing , food and employment problems.. he fixes it by giving more of our billions to the Ukraine.. meanwhile 6 million people dont have doctors and tens of thousands of Canadians are dying waiting for surgery.. and 2 million people a month go to food banks.
Identity Attack0.039456755
Insult0.034672357
Profanity0.010945748
Threat0.007365964
Severe Toxicity0.0021362305
Low Tox 0.104361884 Moderate Con 0.421 Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
‘In the first place, we should insist that if the immigrant who comes here in good faith becomes a Canadian and assimilates himself to us, he shall be treated on an exact equality with everyone …
‘In the first place, we should insist that if the immigrant who comes here in good faith becomes a Canadian and assimilates himself to us, he shall be treated on an exact equality with everyone else, for it is an outrage to discriminate against any such man because of creed, or birthplace, or origin.. But this is predicated upon the person’s becoming in every facet a Canadian, and nothing but a Canadian… There can be no divided allegiance here. Any man who says he is a Canadian, but something else also, isn’t a Canadian at all. We have room for but one flag, the Canadian flag… And we have room for but one sole loyalty and that is a loyalty to the Canadian people.’ Wilfrid Laurier 1907
Identity Attack0.060675595
Insult0.03335018
Profanity0.017026093
Threat0.007974415
Severe Toxicity0.0024986267
Low Tox 0.104361884 Constructive 0.515 Identity_Assertion
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
+1 honest bike guy +2 Canadian Indian Old Guy.
+1 honest bike guy +2 Canadian Indian Old Guy.
Identity Attack0.06704199
Insult0.033901088
Profanity0.017914234
Threat0.007145886
Severe Toxicity0.0033569336
Low Tox 0.104361884 Moderate Con 0.388 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Too many people from India immigrated over the last 5 years. It's an inconvenient truth that people are scared to talk about outside of their home or close friend group , but every Canadian has …
Too many people from India immigrated over the last 5 years. It's an inconvenient truth that people are scared to talk about outside of their home or close friend group , but every Canadian has had this conversation
Identity Attack0.1007269
Insult0.024382202
Profanity0.012038844
Threat0.0060778605
Severe Toxicity0.0018978119
Low Tox 0.104361884 Constructive 0.606 Identity_Assertion
Jul 10, 2025 24 likes How Canada broke its immigration …

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.